The book is available at Project Gutenberg (I have not checked for other online sources). There's also a free audiobook at LibriVox!
Table of Contents
PART I Early Days
PART II The Never-Never-Never Land
PART III The Mermaids' Lagoon
PART IV The Underground Home
PART V The Pirate Ship
PART VI Home, Sweet Home